Workshops

February 12, 2026

The workshop day will feature workshops on the following topics.
Detailed information for each workshop are available on our event schedule.

• Accelerating Research with Physicsnemo : Bridging Data, Equations, and Machine Learning - NVIDIA
• Adding Knowledge to LLMs - NVIDIA
• The Agent Journey: A Hands-On Path from Building and Integrating to Observability - IBM
• Transforming Drug Discovery: Advancing Phenotypic Profiling with Foundation Models - Johnson & Johnson
• Information Retrieval and Knowledge Management for the AI Age - Google
• AI and Sustainability in Practice: Challenges and Solutions - EPFL EcoCloud
• AI Inference as a Service - How to Operate an on-premise multi-tenant GPU cluster - EPFL/Research Computing Platform
• Break the model, Build the trust: A Practical Blueprint for securing LLMs with PromptFoo - Thomson Reuters
• Building On-Prem LLM Applications for Real World. Part 1: My First LLM App, RAG, Intro to Agents - HSLU
• Building On-Prem LLM Applications for Real World. Part 2: UI, Threat Models, Guardrails, Fine-Tuning, Basics of MLOps - HES-SO Valais-Wallis
• Building Smart Reading Assistants with MCP: AI-Powered Academic Paper Navigation for Healthcare Research - Visium
• Deploy Enterprise Agents from Your Database in Less Than an Hour: MySQL HeatWave GenAI in Action - Oracle
• Designing responsible AI tools for education: the case of LLM-powered chatbot tutors - EPFL
• From Data to Insights: Secure and Ethical AI in Biomedicine - CHUV
• Hands-on Computer Vision on Microscopes - EPFL Center for Imaging
• How to measure the ROI and impact of AI models in production - EPFL, UNIL, The Causal Mindset, Enlighten Advisory
• Machine Learning for Enzyme Function Prediction, Design, and Discovery (ML4Enzymes) - IOCB Prague